{"id":"W4316019884","doi":"10.1016/j.sleep.2023.01.009","title":"Baseline sleep characteristics are associated with gains in sleep duration after cognitive behavioral therapy for insomnia","year":2023,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute on Minority Health and Health Disparities","keywords":"Polysomnography; Sleep onset latency; Insomnia; Sleep onset; Context (archaeology); Medicine; Sleep (system call); Psychology; Physical therapy; Slow-wave sleep; Psychiatry; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006997379,0.0003446669,0.0005173495,0.0004876874,0.0001079429,0.0000141864,0.0001430664,0.0003664326,0.0009922715],"category_scores_gemma":[0.0003585582,0.0002592901,0.00007828735,0.001043665,0.000225021,0.00009529354,0.000021369,0.0004149461,0.0001539243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008019998,"about_ca_system_score_gemma":0.0000215169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001042013,"about_ca_topic_score_gemma":0.0004487007,"domain_scores_codex":[0.9976637,0.0002220726,0.0006173631,0.0005359675,0.0003446439,0.0006162372],"domain_scores_gemma":[0.9985223,0.0004625036,0.0003212823,0.0002680806,0.0002814772,0.0001443057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01180843,0.005447378,0.6999774,0.00006135997,0.002336857,0.001469883,0.03481037,0.00004976288,0.0005522108,0.0001933901,0.009446108,0.2338469],"study_design_scores_gemma":[0.03047591,0.002769918,0.949572,0.0005707116,0.000636977,0.00001080501,0.01049574,0.003011761,0.00006050571,0.0001291018,0.001637363,0.0006292303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923089,0.0006053391,0.001009389,0.002368097,0.001308758,0.001398482,0.0002125913,0.0002431652,0.0005453079],"genre_scores_gemma":[0.9941989,0.0001715511,0.00001485401,0.00158449,0.0003600596,0.0007575723,0.002224906,0.00008805667,0.0005996412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495946,"threshold_uncertainty_score":0.9999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582583493336051,"score_gpt":0.3374941610404515,"score_spread":0.301668326107091,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}